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Learner Reviews & Feedback for Exploratory Data Analysis for Machine Learning by IBM

4.6

stars

2,406 ratings

About the Course

This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. By the end of this course you should be able to: Retrieve data from multiple data sources: SQL, NoSQL databases, APIs, Cloud Describe and use common feature selection and feature engineering techniques Handle categorical and ordinal features, as well as missing values Use a variety of techniques for detecting and dealing with outliers Articulate why feature scaling is important and use a variety of scaling techniques Who should take this course? This course targets aspiring data scientists interested in acquiring hands-on experience with Machine Learning and Artificial Intelligence in a business setting. What skills should you have? To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Calculus, Linear Algebra, Probability, and Statistics....

Top reviews

Apr 23, 2024

The course includes hands-on exercises that allows us to apply the learned EDA techniques to real-world data. This practical approach helps solidify my understanding.

Nov 4, 2022

Good introduction to the workflow in EDA for ML. I appreciate the code examples that provide a useful reference to code syntax and some practice with EDA.

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176 - 200 of 483 Reviews for Exploratory Data Analysis for Machine Learning

By seif m

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Jan 2, 2021

very good introduction for data analysis

By Senura P

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Dec 30, 2024

greate course to learn Machine Learning

By UJJAWAL S

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Nov 4, 2024

Nice course for a Data Science Beginner

By Osama A

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Dec 10, 2024

The wonderful course for new learners

By ANA F S P

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Oct 3, 2023

Excellent information for my training

By Aman R

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Jul 4, 2021

Thanx A lot... this is really amazing

By Adel A

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Nov 26, 2020

It could not better. I am grateful :)

By K P

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Aug 15, 2024

this is really nice and great course

By ZHOU S

•

Dec 30, 2023

Excellent course, Love from China :)

By Luis R

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Apr 6, 2023

Very good content! Great instructor!

By Daniel B

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Mar 16, 2023

GEART COURSES WITH GREAT INSTRUCTORS

By Kishore k

•

Aug 19, 2022

Great concepts with great teaching..

By felipe g

•

Jan 2, 2025

contenido relevante y de actualidad

By KONAKALLA L G

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Nov 1, 2024

VERY GOOD AND EFFECTIVE LEARNING !!

By Tim T

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Jan 17, 2023

Excellent course! Im learning fast!

By peyman i

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Jul 11, 2022

Perfect for industrial applicaitons

By Long T

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Sep 14, 2021

The best EDA course I've ever known

By Mario N

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Aug 4, 2021

Very clear and useful for my career

By Kapil P

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Jan 20, 2021

Nice course, a well deserved 5 star

By Ishit G

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Apr 5, 2023

very informative and highly useful

By Javier

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May 12, 2021

Very nice! I recommend this course

By Advyth V A

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Apr 2, 2025

Awesome Course, Great Insights!

By Ritesh K

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Oct 8, 2023

polished my basics. feel better

By Harsh K

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Sep 29, 2023

Very knowledgable and practical

By Srikrishnan

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Aug 4, 2022

Very good course for beginners